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Updated: Jun 24, 2025

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基于对水下声学水平阵列匹配的矩阵的不变子空间的自适应性干扰抑制
Xueli Sheng1,2,3, Dewen Li1,2,3, Ran Cao1,2,4
1National Key Laboratory of Underwater Acoustic Technology, Harbin Engineering University, Harbin 150001, People's Republic of China.
本研究提出了一种新的自适应干扰抑制技术,使用不变子空间方法进行被动检测. 该方法有效地识别和消除干扰,提高在具有挑战性的环境中目标检测的准确性.
科学领域:
- 信号处理 信号处理
- 电磁工程 电磁工程 电磁工程
- 数据分析 数据分析
背景情况:
- 通过强烈的干扰信号,被动检测目标往往受到阻碍.
- 现有的方法很难有效地抑制干扰,同时保留目标信息.
研究的目的:
- 引入一种基于矩阵匹配的不变子空间的自适应干扰抑制方法.
- 在存在重大干扰时,提高被动检测的准确性.
主要方法:
- 使用矩阵匹配的不变子空间来抑制干扰.
- 定义了自身向量的相关比,以确定最重要的.
- 测量不变投影矩阵之间的距离,以隔离与目标相关的自向量.
主要成果:
- 成功识别和删除与感兴趣的目标 (TOI) 相关的自向量.
- 通过从样本共变矩阵中减去剩余的自向量来抑制干扰和噪声.
- 实验验证证证实了拟议方法的有效性.
结论:
- 拟议的不变子空间方法为适应性干扰抑制提供了一个可行的解决方案.
- 这种技术在复杂的信号环境中提高了被动检测能力.
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